G

GRAI Tech Stack

AI music foundation models and generation for creator platforms

IT System Custom Software Development Warsaw 11–50 employees Founded 2025 Privately Held

GRAI is a Warsaw-based AI music research lab founded in 2025, operating at the intersection of generative models and creator content. The stack reveals deep ML infrastructure (PyTorch, TensorFlow, GPU/TPU, multi-cloud), while the project list shows a sharp focus on TikTok-native music generation and scaling creator pipelines—suggesting they're building both the model layer and the distribution mechanism. Pain points around creative optimization ROI and high-volume content operations indicate they're solving for creator economics, not just model research.

Tech Stack 11 technologies

Core StackPyTorch TensorFlow AWS Docker Kubernetes GCP Azure GPU TPU TikTok Meta

What GRAI Is Building

◆Challenges

Scaling engineering teams
Scaling creative production
Optimizing creatives for roas
Maintaining consistent cpi targets
Scaling high-volume content operations
Building reliable creator pipeline
Maintaining financial clarity
Cost control
Visibility into cash position

▲Active Projects

Audio generation model development
Generative model pipeline development
Production integration of generative models
Groundbreaking ai product in the music industry
Tiktok-native content factory
Creative testing loop
Creative production cycle
Tiktok content engine scaling
Creator pipeline development
Content matrix development

Hiring Activity

Decelerating7 roles · 1 in 30d

Department

Engineering

4

Marketing

2

Finance

1

Seniority

Manager

2

C-Level

1

Lead

1

Mid

1

Principal

1

Senior

1

Notable leadership hires: Chief AI

Company intelligence

Find more companies like GRAI by tech stack, pain points and active projects

Get started free

About GRAI

GRAI builds foundation models and interaction primitives for music generation, targeting creator platforms and social-native workflows. The company operates a 11–50-person team split between core ML engineering, creator/marketing operations, and finance. Their active work spans audio generation models, generative pipelines, production integration, and TikTok-specific content scaling. Leadership includes a Chief AI role alongside engineering and product functions. The organization is hiring across Poland and the United States, with recent focus on senior and principal-level technical hires.

HeadquartersWarsaw

Company Size11–50 employees

Founded2025

Hiring MarketsPoland, United States

Frequently Asked Questions

What is GRAI's tech stack?

PyTorch, TensorFlow, AWS, GCP, Azure, Docker, Kubernetes, GPU, and TPU. Also integrates with TikTok and Meta platforms for distribution and testing.

Where is GRAI hiring?

Poland and United States. Seven active roles posted, with recent leadership and principal-level positions in engineering and AI.

What is GRAI working on?

Audio generation models, generative model pipelines, production integration, and TikTok content scaling. Active focus on creator pipeline development and content optimization for social platforms.